Matches in SemOpenAlex for { <https://semopenalex.org/work/W3102090507> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W3102090507 abstract "Locally caching contents at the network edge constitutes one of the most disruptive approaches in 5G wireless networks. Reaping the benefits of edge caching hinges on solving a myriad of challenges such as how, what and when to strategically cache contents subject to storage constraints, traffic load, unknown spatio-temporal traffic demands and data sparsity. Motivated by this, we propose a novel transfer learning-based caching procedure carried out at each small cell base station. This is done by exploiting the rich contextual information (i.e., users' content viewing history, social ties, etc.) extracted from device-to-device (D2D) interactions, referred to as source domain. This prior information is incorporated in the so-called target domain where the goal is to optimally cache strategic contents at the small cells as a function of storage, estimated content popularity, traffic load and backhaul capacity. It is shown that the proposed approach overcomes the notorious data sparsity and cold-start problems, yielding significant gains in terms of users' quality-of-experience (QoE) and backhaul offloading, with gains reaching up to 22% in a setting consisting of four small cell base stations." @default.
- W3102090507 created "2020-11-23" @default.
- W3102090507 creator A5053471896 @default.
- W3102090507 creator A5056145687 @default.
- W3102090507 creator A5061429095 @default.
- W3102090507 date "2015-05-01" @default.
- W3102090507 modified "2023-10-06" @default.
- W3102090507 title "A transfer learning approach for cache-enabled wireless networks" @default.
- W3102090507 cites W1683082959 @default.
- W3102090507 cites W1972549195 @default.
- W3102090507 cites W1975310756 @default.
- W3102090507 cites W2004690230 @default.
- W3102090507 cites W2037169571 @default.
- W3102090507 cites W2039090559 @default.
- W3102090507 cites W2051773775 @default.
- W3102090507 cites W2096220631 @default.
- W3102090507 cites W2103972037 @default.
- W3102090507 cites W2106248279 @default.
- W3102090507 cites W2112053513 @default.
- W3102090507 cites W2165698076 @default.
- W3102090507 cites W2949864303 @default.
- W3102090507 doi "https://doi.org/10.1109/wiopt.2015.7151068" @default.
- W3102090507 hasPublicationYear "2015" @default.
- W3102090507 type Work @default.
- W3102090507 sameAs 3102090507 @default.
- W3102090507 citedByCount "70" @default.
- W3102090507 countsByYear W31020905072016 @default.
- W3102090507 countsByYear W31020905072017 @default.
- W3102090507 countsByYear W31020905072018 @default.
- W3102090507 countsByYear W31020905072019 @default.
- W3102090507 countsByYear W31020905072020 @default.
- W3102090507 countsByYear W31020905072021 @default.
- W3102090507 countsByYear W31020905072022 @default.
- W3102090507 crossrefType "proceedings-article" @default.
- W3102090507 hasAuthorship W3102090507A5053471896 @default.
- W3102090507 hasAuthorship W3102090507A5056145687 @default.
- W3102090507 hasAuthorship W3102090507A5061429095 @default.
- W3102090507 hasBestOaLocation W31020905072 @default.
- W3102090507 hasConcept C103760667 @default.
- W3102090507 hasConcept C111919701 @default.
- W3102090507 hasConcept C115537543 @default.
- W3102090507 hasConcept C120314980 @default.
- W3102090507 hasConcept C138236772 @default.
- W3102090507 hasConcept C153646914 @default.
- W3102090507 hasConcept C154945302 @default.
- W3102090507 hasConcept C15744967 @default.
- W3102090507 hasConcept C162307627 @default.
- W3102090507 hasConcept C179655311 @default.
- W3102090507 hasConcept C2779333187 @default.
- W3102090507 hasConcept C2780586970 @default.
- W3102090507 hasConcept C31258907 @default.
- W3102090507 hasConcept C41008148 @default.
- W3102090507 hasConcept C5119721 @default.
- W3102090507 hasConcept C555944384 @default.
- W3102090507 hasConcept C68649174 @default.
- W3102090507 hasConcept C76155785 @default.
- W3102090507 hasConcept C77805123 @default.
- W3102090507 hasConcept C79974875 @default.
- W3102090507 hasConceptScore W3102090507C103760667 @default.
- W3102090507 hasConceptScore W3102090507C111919701 @default.
- W3102090507 hasConceptScore W3102090507C115537543 @default.
- W3102090507 hasConceptScore W3102090507C120314980 @default.
- W3102090507 hasConceptScore W3102090507C138236772 @default.
- W3102090507 hasConceptScore W3102090507C153646914 @default.
- W3102090507 hasConceptScore W3102090507C154945302 @default.
- W3102090507 hasConceptScore W3102090507C15744967 @default.
- W3102090507 hasConceptScore W3102090507C162307627 @default.
- W3102090507 hasConceptScore W3102090507C179655311 @default.
- W3102090507 hasConceptScore W3102090507C2779333187 @default.
- W3102090507 hasConceptScore W3102090507C2780586970 @default.
- W3102090507 hasConceptScore W3102090507C31258907 @default.
- W3102090507 hasConceptScore W3102090507C41008148 @default.
- W3102090507 hasConceptScore W3102090507C5119721 @default.
- W3102090507 hasConceptScore W3102090507C555944384 @default.
- W3102090507 hasConceptScore W3102090507C68649174 @default.
- W3102090507 hasConceptScore W3102090507C76155785 @default.
- W3102090507 hasConceptScore W3102090507C77805123 @default.
- W3102090507 hasConceptScore W3102090507C79974875 @default.
- W3102090507 hasLocation W31020905071 @default.
- W3102090507 hasLocation W31020905072 @default.
- W3102090507 hasLocation W31020905073 @default.
- W3102090507 hasLocation W31020905074 @default.
- W3102090507 hasOpenAccess W3102090507 @default.
- W3102090507 hasPrimaryLocation W31020905071 @default.
- W3102090507 hasRelatedWork W2039090559 @default.
- W3102090507 hasRelatedWork W2742549776 @default.
- W3102090507 hasRelatedWork W2771746866 @default.
- W3102090507 hasRelatedWork W2786440943 @default.
- W3102090507 hasRelatedWork W2914391776 @default.
- W3102090507 hasRelatedWork W2949864303 @default.
- W3102090507 hasRelatedWork W3087535143 @default.
- W3102090507 hasRelatedWork W3102090507 @default.
- W3102090507 hasRelatedWork W4282838082 @default.
- W3102090507 hasRelatedWork W4376106090 @default.
- W3102090507 isParatext "false" @default.
- W3102090507 isRetracted "false" @default.
- W3102090507 magId "3102090507" @default.
- W3102090507 workType "article" @default.